A Scaffold at the Gate: Building AI Applications That Can Evolve

Frontier AI models increasingly incorporate users' public online writings into prompt context, requiring awareness and proactive management.

A developer jailbroke an unused Kindle using GPT-6 Astra to create a photo slideshow app, detailing the technical process of building custom tools called KindleCTL.

Geoffrey Huntley shares a technique using pre-commit hooks to enforce AI coding agents to use custom diagnostics libraries instead of direct observability calls.

A guide to applying NLP techniques like classification, topic modeling, and embeddings to product data science problems such as churn prediction and customer analysis.

A programmer shares a 'Kobayashi Maru' style interview question designed to reveal a candidate's decision-making process through difficult trade-offs rather than a single correct answer.